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Statistical Models

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Stationary count time series models

Overview
Christian H. Weiß
Published Online: Feb 14 2020
DOI:10.1002/wics.1502

Abstract Full article on Wiley Online Library:   HTML | PDF
Random projections: Data perturbation for classification problems

Advanced Review
Timothy I. Cannings
Published Online: Feb 05 2020
DOI:10.1002/wics.1499

Abstract Full article on Wiley Online Library:   HTML | PDF
Multiple and multilevel graphical models

Overview
Inyoung Kim, Liang Shan, Jiali Lin, Wenyu Gao, Byung‐Jun Kim, Hamdy Mahmoud
Published Online: Feb 03 2020
DOI:10.1002/wics.1497

Abstract Full article on Wiley Online Library:   HTML | PDF
Analyzing Markov chain Monte Carlo output

Overview
Dootika Vats, Nathan Robertson, James M. Flegal, Galin L. Jones
Published Online: Jan 29 2020
DOI:10.1002/wics.1501

Abstract Full article on Wiley Online Library:   HTML | PDF
Nonparametric volatility prediction

Focus Article
Jussi Klemelä
Published Online: Jan 08 2020
DOI:10.1002/wics.1491

Abstract Full article on Wiley Online Library:   HTML | PDF
Tweedie regression models and its geometric sums for (semi‐)continuous data

Advanced Review
Rahma Abid, Wagner H. Bonat, Célestin C. Kokonendji
Published Online: Jan 03 2020
DOI:10.1002/wics.1496

Abstract Full article on Wiley Online Library:   HTML | PDF
A review of approximate Bayesian computation methods via density estimation: Inference for simulator‐models

Overview
Yanan Fan, Clara Grazian
Published Online: Oct 29 2019
DOI:10.1002/wics.1486

Abstract Full article on Wiley Online Library:   HTML | PDF
Envelope methods

Overview
R. Dennis Cook
Published Online: Oct 03 2019
DOI:10.1002/wics.1484

Abstract Full article on Wiley Online Library:   HTML | PDF
Review of univariate and bivariate exponentiated exponential‐geometric distributions

Overview
Felix Famoye, Carl Lee
Published Online: Aug 02 2019
DOI:10.1002/wics.1481

Abstract Full article on Wiley Online Library:   HTML | PDF
Multiscalar genetic pathway modeling with hybrid Bayesian networks

Focus Article
Jesse D. Ziebarth, Yan Cui
Published Online: Jul 03 2019
DOI:10.1002/wics.1479

Abstract Full article on Wiley Online Library:   HTML | PDF
Goodness‐of‐fit testing in sparse contingency tables when the number of variables is large

Advanced Review
Mark Reiser
Published Online: Jun 09 2019
DOI:10.1002/wics.1470

Abstract Full article on Wiley Online Library:   HTML | PDF
Inference on variance components near boundary in linear mixed effect models

Advanced Review
Wataru Sakamoto
Published Online: Apr 25 2019
DOI:10.1002/wics.1466

Abstract Full article on Wiley Online Library:   HTML | PDF
Bayesian regularization: From Tikhonov to horseshoe

Advanced Review
Nicholas G. Polson, Vadim Sokolov
Published Online: Apr 23 2019
DOI:10.1002/wics.1463

Abstract Full article on Wiley Online Library:   HTML | PDF
The Akaike information criterion: Background, derivation, properties, application, interpretation, and refinements

Focus Article
Joseph E. Cavanaugh, Andrew A. Neath
Published Online: Mar 14 2019
DOI:10.1002/wics.1460

Abstract Full article on Wiley Online Library:   HTML | PDF
Empirical Bayes methods in variable selection

Focus Article
Kangyan Liu, Haim Bar
Published Online: Oct 17 2018
DOI:10.1002/wics.1455

Abstract Full article on Wiley Online Library:   HTML | PDF
Aggregated inference

Advanced Review
Xiaoming Huo, Shanshan Cao
Published Online: Jul 26 2018
DOI:10.1002/wics.1451

Abstract Full article on Wiley Online Library:   HTML | PDF
Time series clustering and classification via frequency domain methods

Focus Article
Scott H. Holan, Nalini Ravishanker
Published Online: Jul 20 2018
DOI:10.1002/wics.1444

Abstract Full article on Wiley Online Library:   HTML | PDF
Bayesian variable selection using the hyper‐g prior in WinBUGS

Advanced Review
Konstantinos Perrakis, Ioannis Ntzoufras
Published Online: Jul 17 2018
DOI:10.1002/wics.1442

Abstract Full article on Wiley Online Library:   HTML | PDF
Weighted cross validation in model selection

Focus Article
Claudio Agostinelli, Georgios Afendras, Marianthi Markatou
Published Online: Jul 09 2018
DOI:10.1002/wics.1439

Abstract Full article on Wiley Online Library:   HTML | PDF
Spatial modeling with R‐INLA: A review

Advanced Review
Finn Lindgren, Daniel Simpson, Elias Krainski, Janine Illian, David Bolin, Andrea Riebler, Geir‐Arne Fuglstad, Håvard Rue, Haakon Bakka
Published Online: Jul 05 2018
DOI:10.1002/wics.1443

Abstract Full article on Wiley Online Library:   HTML | PDF
Independent component analysis: A statistical perspective

Overview
Klaus Nordhausen, Hannu Oja
Published Online: Jun 27 2018
DOI:10.1002/wics.1440

Abstract Full article on Wiley Online Library:   HTML | PDF
Kalman filtering and sequential Bayesian analysis

Advanced Review
Refik Soyer
Published Online: Jun 13 2018
DOI:10.1002/wics.1438

Abstract Full article on Wiley Online Library:   HTML | PDF
Gini autocovariance function used for time series with heavy‐tail distributions

Focus Article
Marcel D. Carcea
Published Online: Jan 21 2018
DOI:10.1002/wics.1428

Abstract Full article on Wiley Online Library:   HTML | PDF
CLOUD computing risk management for server‐farm repair rates, consumer load cycle, server‐farm repair crew count, and additional servers

Advanced Review
Mehmet Sahinoglu
Published Online: Jan 10 2018
DOI:10.1002/wics.1424

Abstract Full article on Wiley Online Library:   HTML | PDF
Sieve maximum likelihood estimation in generalized linear models with an unknown link function

Advanced Review
Mengdie Yuan, Guoqing Diao
Published Online: Dec 22 2017
DOI:10.1002/wics.1425

Abstract Full article on Wiley Online Library:   HTML | PDF
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